Author archives

Pricing Paradigms: Classical Models in Equity and Derivative Markets

In the intricate world of finance, accurately pricing instruments is not merely a technical necessity—it’s the cornerstone of capital allocation, risk management, and trading strategies. Whether you’re valuing a share of stock or an exotic derivative, the choice of pricing model defines how you interpret value, risk, and return. This article offers a structured overview …

Ai frameworks

Framework / Tool Description LangChain Popular framework to build LLM-powered agents using chains, memory, tools. LangGraph Graph-based agentic extension of LangChain for managing agent workflows. Auto-GPT Autonomous agent built on top of GPT models that can plan and execute goals. BabyAGI Lightweight, task-based autonomous agent that loops tasks with memory. CrewAI Multi-agent framework where different …

Beyond Accuracy: Evaluating the Performance of Generative AI Models

In the rapidly evolving landscape of artificial intelligence, evaluating the performance of generative models has become both essential and complex. Unlike traditional machine learning models that can be assessed using clear-cut accuracy metrics, generative AI outputs are open-ended—ranging from text and images to music and code—making evaluation a multidimensional task. Whether you’re building a chatbot, …

Unlocking LLM Potential: Key Approaches to Customization

Different Approaches to Train or Fine-Tune a Large Language Model (LLM) Large Language Models (LLMs) such as GPTs are powerful tools that can perform a wide variety of natural language processing (NLP) tasks. However, the true power of LLMs lies in their ability to be customized for specific use cases. There are several approaches to …

The Quantum Frontier: Pioneering the Future of Artificial Intelligence

The Future of Quantum Computing in Artificial Intelligence The dawn of quantum computing heralds a paradigm shift, poised to redefine the boundaries of artificial intelligence (AI). This confluence of quantum mechanics and computational intelligence promises transformative potential, addressing challenges hitherto deemed insurmountable. Let us embark on a meticulous exploration of how quantum computing may illuminate …